How Anthropic’s product team moves faster than anyone else | Cat Wu (Head of Product, Claude Code)
In a Nutshell
Anthropic's product team ships features in days or weeks by removing all barriers, launching in research previews for rapid feedback, empowering engineers with product taste, and using clear goals, team principles, and tight cross-functional processes to align on a safe AGI mission. PM roles shift from long-term roadmaps to eliciting max capability from current models via first-principles thinking, evals, and blurring lines with engineering—prioritizing "product taste" over traditional skills. Key tools like Claude Code (CLI/desktop for coding) and Co-work (non-code tasks, decks, meeting prep) accelerate PM workflows, with advice to automate repetitive tasks to 100% success, stay "AGI pilled" realistically, and embrace chaos for fast iteration.
These notes were generated by AI and may contain inaccuracies.
It's very hard to be the right amount of AGI pilled. It's very easy to build the product for the super AGI strong model. The hard thing is figuring out for the current model, how do you elicit the maximum capability?
Anthropic ships at an unprecedented pace. Timelines for product features have gone down from 6 months to 1 month and sometimes to even one day. They want to remove every single barrier to shipping things.
PMs approaching it incorrectly by focusing on traditional methods. The PM role is changing quickly. For AI native products, iterating quickly and launching features every single week is extremely important.
Emerging skills for PMs come back to product taste. As code becomes much cheaper to write, deciding what to write becomes more valuable.
Cat Wu is Head of Product for Claude Code and co-work at Anthropic. Her team is building products changing how we build products.
Cat works alongside Boris, who created Claude Code, leads the team, and ships a bazillion PRs a day from his phone. Boris is the product visionary, setting the vision for what the product needs to be in 3-6 months, the AGI pilled version.
Cat's role is figuring out the path from today to that vision. She spends more time on cross-functional alignment: ensuring marketing, sales, finance, capacity are bought in, all rowing in the same direction, no blockers to shipping.
Sign in to read the full notes
Get access to AI-generated notes, topic timestamps, and more.